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All publications by Mingyuan Zhou
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The Poisson Gamma Belief Network
Mingyuan Zhou, Yulai Cong and Bo Chen
Advances in Neural Information Processing Systems 28, 2015


Beta-Negative Binomial Process and Exchangeable ´┐╝Random Partitions for Mixed-Membership Modeling
Mingyuan Zhou
Advances in Neural Information Processing Systems 27, 2014


Augment-and-Conquer Negative Binomial Processes
Mingyuan Zhou and Lawrence Carin
Advances in Neural Information Processing Systems 25, 2012


Lognormal and Gamma Mixed Negative Binomial Regression
Mingyuan Zhou, Lingbo Li, Lawrence Carin and David B. Dunson
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Beta-Negative Binomial Process and Poisson Factor Analysis
Mingyuan Zhou, Lauren Hannah, David B. Dunson and Lawrence Carin
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


On the Integration of Topic Modeling and Dictionary Learning
Lingbo Li, Mingyuan Zhou, Guillermo Sapiro and Lawrence Carin
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Dependent Hierarchical Beta Process for Image Interpolation and Denoising
Mingyuan Zhou, Hongxia Yang, Guillermo Sapiro, David B. Dunson and Lawrence Carin
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations
Mingyuan Zhou, Haojun Chen, Lu Ren, Guillermo Sapiro, Lawrence Carin and John W. Paisley
Advances in Neural Information Processing Systems 22, 2009